Paper Citation Record · LEDGER

ReFT: Representation Finetuning for Language Models

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 27 inbound Pith citation observations for arXiv:2404.03592.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2404.03592 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 27 of 27 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:05:18.938632Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

4
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 598f01aa-8703-463d-8bbb-a76cc672583a · inbound

Test-Time Alignment via Hypothesis Reweighting cites this paper.

Test-Time Alignment via Hypothesis Reweighting ReFT: Representation Finetuning for Language Models

Reference 63

Resolution: verified exact; arxiv_id, observed 2026-05-23T06:57:40.429509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f3eb90b6-7c7d-4dbc-99ea-16ae47033623 · inbound

Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems cites this paper.

Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems ReFT: Representation Finetuning for Language Models

Reference 72

Resolution: verified exact; arxiv_id, observed 2026-05-22T21:42:10.520758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 50c6d867-dd34-4e29-b1ff-b321fb8aa9d0 · inbound

Amplify Adjacent Token Differences: Enhancing Long Chain-of-Thought Reasoning with Shift-FFN cites this paper.

Amplify Adjacent Token Differences: Enhancing Long Chain-of-Thought Reasoning with Shift-FFN ReFT: Representation Finetuning for Language Models

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T15:05:18.938632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6492f5f-0acb-4fb3-8926-87e8a136e00f · inbound

Improved Representation Steering for Language Models cites this paper.

Improved Representation Steering for Language Models ReFT: Representation Finetuning for Language Models

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T13:51:33.386643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f795873-d19c-46f8-9103-0ee8f35cf793 · inbound

Drop Dropout on Single-Epoch Language Model Pretraining cites this paper.

Drop Dropout on Single-Epoch Language Model Pretraining ReFT: Representation Finetuning for Language Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:55.792408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a418dee3-7334-447b-b896-45a9f0069e5e · inbound

Just Enough Shifts: Mitigating Over-Refusal in Aligned Language Models with Targeted Representation Fine-Tuning cites this paper.

Just Enough Shifts: Mitigating Over-Refusal in Aligned Language Models with Targeted Representation Fine-Tuning ReFT: Representation Finetuning for Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T19:57:44.494978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82e2e057-d0e1-417f-8d07-f07a05d2bf59 · inbound

Enhancing Chain-of-Thought Reasoning with Critical Representation Fine-tuning cites this paper.

Enhancing Chain-of-Thought Reasoning with Critical Representation Fine-tuning ReFT: Representation Finetuning for Language Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T17:52:37.821689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 493d3f4d-1267-41c4-b8a4-1543c6c5be7b · inbound

Infogen: Generating Complex Statistical Infographics from Documents cites this paper.

Infogen: Generating Complex Statistical Infographics from Documents ReFT: Representation Finetuning for Language Models

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-06T13:56:31.443834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 572e3f72-34eb-4b4e-bb4e-08b41562ffdd · inbound

Mitigating Catastrophic Forgetting in Large Language Models with Forgetting-aware Pruning cites this paper.

Mitigating Catastrophic Forgetting in Large Language Models with Forgetting-aware Pruning ReFT: Representation Finetuning for Language Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T21:01:50.159542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c019d95-7711-4638-9904-659a3c51afc6 · inbound

You Had One Job: Per-Task Quantization Using LLMs' Hidden Representations cites this paper.

You Had One Job: Per-Task Quantization Using LLMs' Hidden Representations ReFT: Representation Finetuning for Language Models

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-05-21T18:50:30.147028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ec84154c-0c77-46fc-9396-3082fb9b47e0 · inbound

You Had One Job: Per-Task Quantization Using LLMs' Hidden Representations cites this paper.

You Had One Job: Per-Task Quantization Using LLMs' Hidden Representations ReFT: Representation Finetuning for Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T23:21:37.760607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c873a3cd-e5c0-4803-895f-b9c572445dbb · inbound

Dynamically Scaled Activation Steering cites this paper.

Dynamically Scaled Activation Steering ReFT: Representation Finetuning for Language Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T18:48:26.562615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7749e587-eb8f-49ae-b131-3b82309eb5ff · inbound

ATLAS: Constitution-Conditioned Latent Geometry and Redistribution Across Language Models and Neural Perturbation Data cites this paper.

ATLAS: Constitution-Conditioned Latent Geometry and Redistribution Across Language Models and Neural Perturbation Data ReFT: Representation Finetuning for Language Models

Reference 17

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T05:56:10.964883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e666dbb3-0936-47fd-8c8b-a1e1b8ad201c · inbound

Conceptors for Semantic Steering cites this paper.

Conceptors for Semantic Steering ReFT: Representation Finetuning for Language Models

Reference 33

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T17:46:06.817414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7c397001-3f97-4579-93ea-687ad3cd1b8a · inbound

Decodable but Not Corrected by Fixed Residual-Stream Linear Steering: Evidence from Medical LLM Failure Regimes cites this paper.

Decodable but Not Corrected by Fixed Residual-Stream Linear Steering: Evidence from Medical LLM Failure Regimes ReFT: Representation Finetuning for Language Models

Reference 74

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T19:31:10.562160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0c20fcae-52ae-4243-ae84-728ac04c1614 · inbound

Inference Time Causal Probing in LLMs cites this paper.

Inference Time Causal Probing in LLMs ReFT: Representation Finetuning for Language Models

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-11T04:15:56.655829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cb3374a0-800c-41f3-8d19-c044c05e6271 · inbound

WriteSAE: Sparse Autoencoders for Recurrent State cites this paper.

WriteSAE: Sparse Autoencoders for Recurrent State ReFT: Representation Finetuning for Language Models

Reference 84

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T20:59:28.728191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5c7fa756-dd6a-45b9-a9c2-b8724b815aa8 · inbound

WriteSAE: Sparse Autoencoders for Recurrent State cites this paper.

WriteSAE: Sparse Autoencoders for Recurrent State ReFT: Representation Finetuning for Language Models

Reference 84

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T04:59:45.198036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fc2a5594-641a-427c-b683-63fc7f3df93e · inbound

PluRule: A Benchmark for Moderating Pluralistic Communities on Social Media cites this paper.

PluRule: A Benchmark for Moderating Pluralistic Communities on Social Media ReFT: Representation Finetuning for Language Models

Reference 89

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T14:08:20.663365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b08f1d97-8894-4303-a109-d45ba183695b · inbound

UniSteer: Text-Guided Flow Matching in Activation Space for Versatile LLM Steering cites this paper.

UniSteer: Text-Guided Flow Matching in Activation Space for Versatile LLM Steering ReFT: Representation Finetuning for Language Models

Reference 22

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T08:13:15.605647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 48d25e09-f278-4ff2-91ce-580b690d697c · inbound

TALAN: Task-Aligned Latent Adaptation Networks for Targeted Post-Training of Large Language Models cites this paper.

TALAN: Task-Aligned Latent Adaptation Networks for Targeted Post-Training of Large Language Models ReFT: Representation Finetuning for Language Models

Reference 26

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T16:57:09.506874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4658143a-772f-46c5-b9ff-9245bb3baa82 · inbound

Recoverable but Not Stationary:Local Linear Structures in Weights and Activations cites this paper.

Recoverable but Not Stationary:Local Linear Structures in Weights and Activations ReFT: Representation Finetuning for Language Models

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T04:27:37.336572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e71fa202-761b-4de3-b1fa-a7c697829c80 · inbound

On The Effectiveness-Fluency Trade-Off In LLM Conditioning: A Systematic Study cites this paper.

On The Effectiveness-Fluency Trade-Off In LLM Conditioning: A Systematic Study ReFT: Representation Finetuning for Language Models

Reference 174

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T11:08:03.476896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 432f68ed-c554-47ca-a30d-6bb703f08691 · inbound

Want Better Synthetic Data? Steer It: Activation Steering for Low-Resource Language Generation cites this paper.

Want Better Synthetic Data? Steer It: Activation Steering for Low-Resource Language Generation ReFT: Representation Finetuning for Language Models

Reference 17

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T21:18:58.529050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1cd1b8be-1d1c-400a-acff-4036c7720e23 · inbound

At the Edge of Understanding: Sparse Autoencoders Trace The Limits of Transformer Generalization cites this paper.

At the Edge of Understanding: Sparse Autoencoders Trace The Limits of Transformer Generalization ReFT: Representation Finetuning for Language Models

Reference 64

Resolution: metadata mismatch; arxiv_id, observed 2026-06-26T01:28:50.549829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6754ccb3-32e8-4bdd-b205-a39ebf0180d0 · inbound

First-Order Predictable but Pairwise Fragile: Local Task Adaptation in Trained Transformers cites this paper.

First-Order Predictable but Pairwise Fragile: Local Task Adaptation in Trained Transformers ReFT: Representation Finetuning for Language Models

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-01T19:55:53.978071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa4c3e9d-849a-446e-8262-dce7edfed99f · inbound

Agent Security Needs Redefinition through a Holistic Framework cites this paper.

Agent Security Needs Redefinition through a Holistic Framework ReFT: Representation Finetuning for Language Models

Reference 167

Resolution: unresolved; no resolver link, observed 2026-08-01T06:04:46.122584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.